touch_id_iconThe United States Patent and Trademark Office today published an Apple patent application (via AppleInsider) describing methods for detecting the behavior of the person who is currently using the device and comparing them to past patterns. While the January 2013 patent application, "Generating Notifications Based on User Behavior", speaks relatively generically about such notifications, the invention's utility in providing device security seems clear.

This security method goes beyond the standard PIN-based security by examining cues such as grammar and vocabulary usage, motion sensor data, and gesture input to identify a user. Any changes from the recorded pattern of usage will send an alert that a new person is in control of the phone.

The phone then can either request that the person enter a password or Touch ID scan to confirm their identity or send a notification to a third-party service that alerts the original owner that their phone may be compromised.

A method for determining behavior associated with a user device, comprising: receiving behavior data identifying multiple types of user interaction with the user device; comparing the behavior data with patterns of behavior data associated with the user device, wherein the behavior-data patterns are generated from previously-received behavior data of an original user; determining a current user is potentially different from the original user based on the comparison of the behavior data with the patterns; and transmitting a command to the user device to lock the user device until the current user is verified as the original user.

Apple may be exploring this technology in response to increasing civil pressure to provide advanced security measures for its iOS devices. In the United States, a growing number of politicians, district attorneys and law enforcement officials on both the local and federal levels are asking mobile phone manufacturers to build a kill-switch feature that dissuades theft into their devices. While federal legislation makes it way through Congress, Minnesota earlier this year became the first state to require a kill switch in a mobile phone.

Tag: Patent

Top Rated Comments

macduke Avatar
148 months ago
Dad: I need to google something real quick and make a call. I left my phone in the car

Me: *hands phone to dad*

Siri: You type like an old man. Scan your thumb to verify your identity.

Me: *scans thumb and hands back phone*

Siri: You made an unusual search for "golf clubs". Scan your thumb to verify your identity.

Me: *scans thumb again*

Siri: You pinch to zoom like a noob and your posture has changed. Scan your thumb to verify your identity.

Me: Dad, just go get your iPhone.

…later that day, alone at home with my iPhone…

Siri: Your typing is much improved. Scan your thumb to verify your identity.

----------------------

Being chased by a murderer…

Me: *dialing 911*

Siri: You're trembling and typing erratically. Scan your thumb to verify your identity.

Me: *scans thumb*

Siri: Your thumb placement was unusual and your thumb very moist. Please scan your thumb again to verify your identity.

/dead lol
Score: 11 Votes (Like | Disagree)
RichTF Avatar
148 months ago
Hah, knew this comment would be here.

Gotta love the double standard
Not really a double standard, as the two companies have very different business models. Google makes its money off your personal profile. Apple makes its money off, well, your money.

Why is this so hard to understand? I trust Apple more with my personal details simply because they have no core business reason to abuse them. Google (and Facebook, etc.) do, and so I am more wary of what I give them. Perfectly rational.
Score: 4 Votes (Like | Disagree)
powerstrokin Avatar
148 months ago
Is there a "down vote" button hidden somewhere? I see a lot of posts here are in the negatives...
Score: 2 Votes (Like | Disagree)
kolax Avatar
148 months ago
How about Apple increases security by requiring more than just my passcode to view my saved password database? It's the same on OS X. I want to use a very long secure passphrase for it, but there's no way to do that with iCloud's keychain.

Could be a pain for families who share devices - unless we're going to see user profiles? Though I doubt it as I think Apple would much prefer everyone to buy their own device
Then your pattern would be what the family does. If someone outside your family started using it and it was widely different to the pattern your family does, it'll flag up.
Score: 2 Votes (Like | Disagree)
bpcookson Avatar
148 months ago
Sure, it sounds kinda creepy, but I'd rather Apple have this patent than Google.
Score: 2 Votes (Like | Disagree)
gnasher729 Avatar
148 months ago
Am I the first to think of the criminal side of things to this...I.e. Criminal mastermind is arrested, his/her cronies can remotely force a wipe/kill the device therefore completely destroying any evidence a law enforcement agency could glean from the device? Given that all iPhones supposedly encrypt everything? Probably wrong but it seems that side of things have been possibly completely overlooked?

The iPhone protects criminal masterminds from the police in exactly the same way it protect you from criminal masterminds. And there is no need for cronies to do a remote wipe. Use a strong passcode (not four digits, but ten digits or 8 random letters), set the iPhone to lock automatically after a very short time, and nobody can crack it.

For a search warrant, the police would actually need concrete evidence that evidence is stored on the phone. Saying "he's a criminal mastermind, there is surely same evidence on the phone" won't do, and the criminal mastermind's lawyer will (rightfully) tear anyone apart in court who tries something like that.

----------

Personally I don't care if a "mastermind" has his phone wiped. My data belongs to me. Besides a real wipe takes hours and hours, the iphone probably just marks the data for deletion and never overwrites it so its all still there.

Wrong. All data on any iPhone is encrypted. The encryption key is stored on the device (it is itself encrypted, obviously, and can only be encrypted by you entering the passcode). For safety in case it is accidentally destroyed, it's stored in two places. Erasing these two places is all it takes, and after that the data on the phone is not readable by anyone.
Score: 1 Votes (Like | Disagree)

Popular Stories

AirPods Pro Firmware Feature

Apple Releases New Firmware for AirPods Pro 2, AirPods Pro 3, and AirPods 4

Thursday November 13, 2025 11:35 am PST by
Apple today released new firmware designed for the AirPods Pro 3, the AirPods 4, and the prior-generation AirPods Pro 2. The AirPods Pro 3 firmware is 8B25, while the AirPods Pro 2 and AirPods 4 firmware is 8B21, all up from the prior 8A358 firmware released in October. There's no word on what's include in the updated firmware, but the AirPods Pro 2, AirPods 4 with ANC, and AirPods Pro 3...
iPhone Pocket Short

iPhone Pocket Now Available to Order, But Already Selling Out

Friday November 14, 2025 6:20 am PST by
Apple recently teamed up with Japanese fashion brand ISSEY MIYAKE to create the iPhone Pocket, a limited-edition knitted accessory designed to carry an iPhone. iPhone Pocket is available to order on Apple's online store starting today, in the United States, France, China, Italy, Japan, Singapore, South Korea, and the United Kingdom. However, it is already completely sold out in the United...
CarPlay Pinned Messages

iOS 26.2 Adds New CarPlay Setting

Thursday November 13, 2025 6:48 am PST by
iOS 26 extended pinned conversations in the Messages app to CarPlay, for quick access to your most frequent chats. However, some drivers may prefer the classic view with a list of individual conversations only, and Apple now lets users choose. Apple released the second beta of iOS 26.2 this week, and it introduces a new CarPlay setting for turning off pinned conversations in the Messages...
tvOS 26 Profiles

tvOS 26.2 Adds a Useful New Feature to Your Apple TV

Friday November 14, 2025 10:02 am PST by
Starting with the upcoming tvOS 26.2 update, currently in beta, additional profiles created on the Apple TV no longer require their own Apple Account. In the Settings app on the Apple TV, under Profiles and Accounts, anyone can create a new profile by simply entering a name and indicating whether the profile is for a kid. The profile will be associated with the primary user's Apple Account,...
Tim Cook WWDC 2018

Report: Tim Cook to Step Down as Apple CEO 'as Soon as Next Year'

Saturday November 15, 2025 2:40 pm PST by
Apple is preparing for Tim Cook to step down as CEO of the company "as soon as next year," according to the Financial Times. The company's board of directors and senior executives "recently intensified preparations for Cook to hand over the reins," the report said. While the report said that Apple is unlikely to name a new CEO before its next earnings report in late January, it went on to ...
apple silicon mac lineup 2024 feature purple m5

Apple's 2026 Mac Plans

Friday November 14, 2025 3:23 pm PST by
Most of Apple's Macs are slated to get M5 chips across 2026, and there's a possibility we'll even see the first M6 chips toward the end of the year. Updates are planned for everything from the MacBook Air to the Mac Studio. MacBook Air (Early 2026) The MacBook Air will be one of the first Macs to get a 2026 refresh, with an update planned for the first few months of the year. The MacBook...
walmart new ornametns

Walmart Black Friday Deals Begin Today With Low Prices on Headphones, TVs, and More

Friday November 14, 2025 7:55 am PST by
Walmart's Black Friday sale has officially kicked off today, with an online shopping event that's also seeing some matching deals in retail locations. There are quite a few major discounts in this sale, including savings on headphones, TVs, and more. Note: MacRumors is an affiliate partner with Walmart. When you click a link and make a purchase, we may receive a small payment, which helps us...
best early black friday deals

Best Black Friday Apple Deals Live Now - Save on AirPods, iPads, and Apple Watches

Saturday November 15, 2025 1:45 pm PST by
We're officially in the month of Black Friday, which will take place on Friday, November 28 in 2025. As always, this will be the best time of the year to shop for great deals, including popular Apple products like AirPods, iPad, Apple Watch, and more. In this article, the majority of the discounts will be found on Amazon. Note: MacRumors is an affiliate partner with some of these vendors. When ...
iOS 26

iOS 26.2 Available Next Month With These 8 New Features

Tuesday November 11, 2025 9:48 am PST by
Apple released the first iOS 26.2 beta last week. The upcoming update includes a handful of new features and changes on the iPhone, including a new Liquid Glass slider for the Lock Screen's clock, offline lyrics in Apple Music, and more. In a recent press release, Apple confirmed that iOS 26.2 will be released to all users in December, but it did not provide a specific release date....
homepod mini thumb feature

New HomePod Mini, Apple TV, and AirTag Were Expected This Year — Where Are They?

Wednesday November 12, 2025 11:42 am PST by
While it was rumored that Apple planned to release new versions of the HomePod mini, Apple TV, and AirTag this year, it is no longer clear if that will still happen. Back in January, Bloomberg's Mark Gurman said Apple planned to release new HomePod mini and Apple TV models "toward the end of the year," while he at one point expected a new AirTag to launch "around the middle of 2025." Yet,...